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You searched for: mediatype:texts AND collection:theides AND subject:"Convergence"
[texts]FIR Filter Design using Particle Swarm Optimization with Constriction Factor and Inertia Weight Approach
This paper presents an alternative approach for the design of linear phase digital low pass FIR filter using Particle Swarm Optimization with Constriction Factor and Inertia Weight Approach (PSO-CFIWA). FIR filter design is a multimodal optimization problem. The conventional gradient based optimization techniques are not efficient for digital filter design. Given the filter specification to be realized, PSO algorithm generates a set of filter coefficients and tries to meet the ideal frequency ch...
Keywords: FIR Filter; PSO; GA; Optimization; Magnitude Response; Convergence; Low Pass Filter
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